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How to Evaluate the Performance of PyTorch Models

Machine Learning Mastery

Designing a deep learning model is sometimes an art. One way to come up with a design is by trial and error and evaluating the result on real data. Therefore, it is important to have a scientific […] The post How to Evaluate the Performance of PyTorch Models appeared first on MachineLearningMastery.com.

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Fundraising Isn’t Transactional — 3 Case Studies That Solidify the Importance of Strategy and Relationships

NonProfit PRO

While we have many superstars in the nonprofit arena, too many professionals don’t understand the art, science and nuances of nonprofit leadership — boards, strategic planning, program evaluation and fundraising — and too many others aren’t willing to insist on proven best practices.

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The Benefits of Hosting Small Fundraising Events vs. Large Galas

Nonprofit Tech for Good

It used to be that the decision to hold a fundraising event – and what kind – was determined by evaluating the revenue potential of a particular event and by what the expense would be to the organization, in both capital outlay and staffing time. For example, a small art museum held an? art auction ?this

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An Evolution of Evaluation in Grantmaking With a Participatory Lens

sgEngage

Power Imbalance in Traditional Evaluation As grantmakers, we tend to monitor and evaluate our strategies and programs using metrics that we deem important. On its face, evaluation seems like a neutral activity, designed to help us understand what’s happened, and to change course where needed. Who decides what is measured?

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Imagen Editor and EditBench: Advancing and evaluating text-guided image inpainting

Google Research AI blog

EditBench The EditBench dataset for text-guided image inpainting evaluation contains 240 images, with 120 generated and 120 natural images. We evaluate Mask Simple, Mask Rich and Full Image prompts, consistent with conventional text-to-image models. In the section below, we demonstrate how EditBench is applied to model evaluation.

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Massive Foundation Model for Biomolecular Sciences Now Available via NVIDIA BioNeMo

NVIDIA AI Blog

Its core investigators receive state-of-the-art lab space and funding for eight-year, renewable terms that can be held concurrently with faculty appointments with one of the institutes university partners, which include Stanford University, the University of California, Berkeley, and the University of California, San Francisco.

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Social Media and the Arts: How Strong Is Your Social Net?

Beth's Blog: How Nonprofits Can Use Social Media

Note From Beth: Back in 2011, I had pleasure of facilitating a panel discussion Grantmakers in the Arts pre-conference on technology and media with Rory MacPherson and Jai Sen from Sen Associates where I learned about research study they were conducting about social media use in the arts. keep spending level.